Update app.py

app.py

@@ -33,18 +33,61 @@ support_level: "light" (1-2 steps), "medium" (3-4 steps), "high" (5 steps)"""
 
 # ── Icon to emoji ──────────────────────────────────────────────────────────────
 EMOJI = {
-    "book": "📖", "page": "📄", "pencil": "✏️", "write": "✏️",
+    # core actions
+    "book": "📖", "page": "📄", "pencil": "✏️", "write": "✏️", "writing": "✏️",
     "read": "👁️", "eye": "👁️", "hand": "✋", "finger": "👆",
-    "talk": "🗣️", "listen": "👂", "think": "🧠", "look": "👁️",
+    "talk": "🗣️", "listen": "👂", "think": "🧠", "look": "👁️", "show": "👁️",
     "draw": "🎨", "paper": "📝", "notebook": "📓", "board": "📋",
     "number": "🔢", "count": "🔢", "answer": "✅", "sort": "🗂️",
     "match": "🔗", "circle": "⭕", "plant": "🌱", "seed": "🌰",
-    "water": "💧", "animal": "🐾", "picture": "🖼️", "partner": "👥",
-    "find": "🔍", "search": "🔍", "observe": "🔭", "measure": "📐",
-    "record": "📊", "label": "🏷️", "colour": "🖌️", "color": "🖌️",
-    "cut": "✂️", "touch": "👆", "quiet": "🤫", "ready": "✅",
-    "open": "📂", "put": "📌", "place": "📌", "sit": "🪑",
+    "water": "💧", "animal": "🐾", "picture": "🖼️", "image": "🖼️", "photo": "🖼️",
+    "partner": "👥", "find": "🔍", "search": "🔍", "observe": "🔭",
+    "measure": "📐", "ruler": "📏", "line": "📏",
+    "record": "📊", "bar": "📊", "label": "🏷️",
+    "colour": "🖌️", "color": "🖌️", "paintbrush": "🖌️",
+    "cut": "✂️", "touch": "👆", "quiet": "🤫", "ready": "✅", "check": "✅",
+    "open": "📂", "put": "📌", "place": "📌", "sit": "🪑", "chair": "🪑",
+    "carpet": "🪑", "desk": "🪑",
     "science": "🔬", "maths": "➕", "english": "📚",
+    # people / social
+    "people": "👥", "two_people": "👥", "two-people": "👥", "friend": "👥",
+    "group": "👥", "class": "🏫", "classroom": "🏫", "pairs": "👥", "share": "👥",
+    # speech / thought
+    "pause": "⏸️", "ear": "👂", "speak": "🗣️", "discussion": "🗣️",
+    "buzz": "🗣️", "feedback": "💬", "speech_bubble": "💬", "speech-bubble": "💬",
+    "thought": "💭", "thought-bubble": "💭", "thought_bubble": "💭",
+    # writing tools
+    "marker": "🖊️", "pen": "🖊️", "highlighter": "🖊️", "eraser": "✏️",
+    "edit": "✏️", "underline": "📝", "sentence": "📝", "word": "📝",
+    "text": "📝", "paragraph": "📝", "title": "📝", "story": "📖",
+    # maths
+    "math": "➕", "equation": "➕", "plus": "➕", "add": "➕", "addend": "➕",
+    "divide": "➗", "calculator": "🔢", "blocks": "🧱", "build": "🧱",
+    "model": "🧱", "pattern": "🔢", "seven": "7️⃣",
+    # organising / tasks
+    "select": "👆", "choose": "👆", "pick": "👆",
+    "folder": "📁", "task": "📋", "tasks": "📋", "list": "📋", "work": "📋",
+    "fact": "📋", "options": "📋", "details": "📋", "rules": "📋",
+    "examples": "📋", "problem": "📋", "compare": "🔗", "checklist": "✅",
+    "solve": "✅", "questions": "❓", "question": "❓",
+    # ideas / feedback
+    "idea": "💡", "lightbulb": "💡", "decision": "💡",
+    # time / waiting
+    "wait": "⏳", "clock": "⏰", "repeat": "🔁", "play": "▶️",
+    # objects / materials
+    "box": "📦", "materials": "📦", "coat": "🧥", "wire": "🔌",
+    "cup": "🥛", "spoon": "🥄", "beaker": "🧪", "thermometer": "🌡️",
+    "worksheet": "📝", "homework": "📝", "exercise": "📝",
+    # nature / misc
+    "tree": "🌳", "blueberry": "🫐", "nightshade": "🌿", "garden": "🌱",
+    "cloud": "☁️", "fire": "🔥", "lightning": "⚡", "explosion": "💥",
+    "light": "💡", "breathe": "🌬️", "matter": "🔬",
+    # feedback / emotion
+    "thumb": "👍", "happy": "😊", "heart": "❤️",
+    # navigation
+    "door": "🚪", "broken": "❌", "close": "❌",
+    # misc
+    "marble": "⚪", "period": "📝", "photo": "🖼️",
 }
 
 def get_emoji(icon):
@@ -67,6 +110,7 @@ def generate_step_card(instruction, year, subject):
     # Load model on first call (inside GPU context)
     if model is None:
         from unsloth import FastModel
+        global model, tokenizer
         model, tokenizer = FastModel.from_pretrained(
             model_name=MODEL_ID,
             max_seq_length=512,